Evaluating Fair Feature Selection in Machine Learning for Healthcare.
Md Rahat Shahriar ZawadPeter WashingtonPublished in: CoRR (2024)
Keyphrases
- multi class
- feature selection
- machine learning
- support vector machine
- text categorization
- model selection
- text classification
- classification accuracy
- information gain
- machine learning methods
- pattern recognition
- feature space
- biomedical informatics
- feature selection algorithms
- method for feature selection
- irrelevant features
- computer vision
- feature subset
- microarray data
- learning problems
- feature extraction
- decision trees
- learning algorithm
- clinical trials
- unsupervised learning
- knowledge acquisition
- training data
- dimensionality reduction
- natural language processing
- support vector
- knowledge discovery
- knn
- feature engineering
- data preparation
- natural language
- feature construction
- feature ranking
- information extraction
- artificial intelligence
- inductive learning
- supervised learning
- learning tasks
- kernel methods
- computer science
- health care
- machine learning algorithms
- reinforcement learning